PCA Index Dashboard Examples

PCA Index Dashboard Examples#

This script was last run at 2024-03-26 20:31:56.081362+00:00 (UTC)
In US/Central Time, this is 2024-03-26 15:31:56.081362-05:00
High Yield Index OAS 10Y-2Y Spread VIX CP - Treasury Spread, 3m NASDAQ Ret (transformed) 10-Year Treasury (transformed)
DATE
1997-01-02 -0.896832 -0.474387 0.086355 -0.009098 0.545133 0.254458
1997-01-03 -0.885122 -0.474387 -0.155455 0.006408 0.744727 0.205289
1997-01-06 -0.881219 -0.474387 -0.064024 -0.016851 0.777607 0.269246
1997-01-07 -0.881219 -0.453568 -0.128988 -0.047862 0.837238 0.382885
1997-01-08 -0.892929 -0.453568 -0.021918 -0.086627 0.785269 0.496133
... ... ... ... ... ... ...
2024-03-19 -0.881219 -1.463278 -0.794267 1.657773 0.738748 0.558592
2024-03-20 -0.865606 -1.400822 -0.888104 1.719796 0.827923 0.465806
2024-03-21 -0.900735 -1.432050 -0.902541 1.727549 0.836545 0.472547
2024-03-22 -0.889025 -1.452869 -0.885698 1.727549 0.764105 0.313937
2024-03-25 -0.877316 -1.369594 -0.870059 1.727549 0.788361 0.420205

7194 rows × 6 columns

../../_images/1f014e1825ca967c8be2024485ce99d7a8ff86da6e8be68079492fd2f210cae9.png
pc1
DATE
1997-01-02   -0.577030
1997-01-03   -0.683140
1997-01-06   -0.666051
1997-01-07   -0.702405
1997-01-08   -0.672080
                ...   
2024-03-19   -1.571783
2024-03-20   -1.595925
2024-03-21   -1.625935
2024-03-22   -1.583066
2024-03-25   -1.572581
Name: PC1, Length: 7194, dtype: float64
# NEW PLOT
dfn['NASDAQ Ret (transformed)'].plot()
<Axes: xlabel='DATE'>
../../_images/29b8deb69c5092a64bd00c059399759013862c88b6f77a6eb43db73928387904.png
fig = px.line(pc1)
fig.show()
../../_images/c5e0c2fede7a68dc1207cb5420eb692bb0e79e5205f15b7425e7e1a2422c662e.png